uplift: Uplift Modeling
Version 0.3.5

An integrated package for building and testing uplift models

AuthorLeo Guelman
Date of publication2014-03-17 21:08:06
MaintainerLeo Guelman <leo.guelman@gmail.com>
LicenseGPL-2 | GPL-3
Version0.3.5
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("uplift")

Getting started

Package overview

Popular man pages

ccif: Causal Conditional Inference Forest
niv: Adjusted Net Information Value
performance: Performance Assessment for Uplift Models
qini: Computes the Qini Coefficient Q
sim_pte: Simulations for Personalized Treatment Effects
upliftKNN: Uplift k-Nearest Neighbor
upliftRF: Uplift Random Forests
See all...

All man pages Function index File listing

Man pages

ccif: Causal Conditional Inference Forest
checkBalance: Standardized Differences for Stratified Comparisons
explore: Explore Data for Uplift Modeling
modelProfile: Profile a Fitted Uplift Model
niv: Adjusted Net Information Value
performance: Performance Assessment for Uplift Models
predict.ccif: Predictions from a Fitted Causal Conditional Inference Forest...
predict.upliftRF: Predictions from a Fitted Uplift Random Forest Model
qini: Computes the Qini Coefficient Q
rvtu: Response Variable Transform for Uplift Modeling
sim_pte: Simulations for Personalized Treatment Effects
tian_transf: Modify Covariates for Uplift Modeling
trt: Mark Treatment Term
upliftKNN: Uplift k-Nearest Neighbor
uplift-package: Uplift Modeling
upliftRF: Uplift Random Forests
varImportance: Extract Variable Importance from 'upliftRF' or 'ccif' Fitted...

Functions

Files

NAMESPACE
R
R/build_ccit.R
R/explore.R
R/upliftRF.default.R
R/ccif.formula.R
R/findBestSplit.R
R/varImportance.R
R/niv.R
R/qini.R
R/predict.R
R/modelProfile.R
R/chisq.R
R/trt.R
R/ccif.default.R
R/checkBalance.R
R/buildTree.R
R/is.R
R/print.R
R/upliftRF.formula.R
R/upliftKNN.R
R/klDivergence.R
R/summary.R
R/rvtu.R
R/tian_transf.R
R/sim_pte.R
R/misc.R
R/intSplit.R
R/performance.R
R/L1norm.R
R/eucliDist.R
MD5
DESCRIPTION
man
man/explore.Rd
man/rvtu.Rd
man/checkBalance.Rd
man/modelProfile.Rd
man/sim_pte.Rd
man/trt.Rd
man/qini.Rd
man/tian_transf.Rd
man/varImportance.Rd
man/predict.upliftRF.Rd
man/performance.Rd
man/predict.ccif.Rd
man/ccif.Rd
man/upliftKNN.Rd
man/niv.Rd
man/uplift-package.Rd
man/upliftRF.Rd
uplift documentation built on May 19, 2017, 10:45 p.m.

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